Martin Schmitt
11 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
(3)
🗃️
Keyword Collector
(56)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(7)
Deep Learning
(6)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Learning Types · Deep Learning
(4)
Knowledge & Reasoning
(3)
Applications
(3)
Architectures
(3)
Generation
(3)
Representation
(3)
Resources & Methods
(3)
Understanding
(3)
Keywords
knowledge graph
(5)
lexical inference
(3)
graph-to-text generation
(3)
pre-trained language model
(3)
few-shot learning
(2)
natural language inference
(2)
transformer architecture
(2)
knowledge transfer
(1)
text classification
(1)
zero-shot learning
(1)
semantic parsing
(1)
semantic analysis
(1)
parallel corpus
(1)
semantic representation
(1)
natural language generation
(1)
self-supervised pretraining
(1)
entity linking
(1)
convolutional neural network
(1)
relational reasoning
(1)
part-of-speech tagging
(1)
Papers
CVE-LLM: Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models
AAAI 2025
Improving Scene Graph Classification by Exploiting Knowledge from Texts
AAAI 2022
Continuous Entailment Patterns for Lexical Inference in Context
EMNLP 2021
Investigating Pretrained Language Models for Graph-to-Text Generation
EMNLP 2021
Language Models for Lexical Inference in Context
EACL 2021
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs
NAACL 2021
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing
EMNLP 2020
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention
COLING 2020
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference
ACL 2019
Embedding Learning Through Multilingual Concept Induction
ACL 2018
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
EMNLP 2018